EAN: 9781491980453

TENSORFLOW FOR DEEP LEARNING - BHARATH RAMSUNDA...

Learn how to solve challenging machine learning problems with TensorFlow  Google's
revolutionary new software library for deep learning. If you have some background in basic
linear algebra and calculus  this practical book introduces machine-learning fundamentals by
showing you how to design systems capable of detecting objects in images  understanding text 
analyzing video  and predicting the properties of potential medicines. TensorFlow for Deep
Learning teaches concepts through practical examples and helps you build knowledge of deep
learning foundations from the ground up. It's ideal for practicing developers with experience
designing software systems  and useful for scientists and other professionals familiar with
scripting but not necessarily with designing learning algorithms. Learn TensorFlow fundamentals
including how to perform basic computation Build simple learning systems to understand their
mathematical foundations Dive into fully connected deep networks used in thousands of
applications Turn prototypes into high-quality models with hyperparameter optimization Process
images with convolutional neural networks Handle natural language datasets with recurrent
neural networks Use reinforcement learning to solve games such as tic-tac-toe Train deep
networks with hardware including GPUs and tensor processing units

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